annual total heat emission in MJ/m2 of grid size
Top heat emission building types in each grid
Dominant building type for each grid
Building type distribution for the top 10% heat emission grid cells.
## # A tibble: 29,152 × 13
## id.grid.finer usetype FootprintArea.m2 building.area.m2 emission.exfiltr…
## <dbl> <fct> <dbl> <dbl> <dbl>
## 1 6669 residential 2765. 3408. 685.
## 2 6670 residential 1294. 12333. 2480.
## 3 6671 commercial 419. 385. 43.9
## 4 6672 residential 3412. 1913. 376.
## 5 6673 residential 1522. 1689. 339.
## 6 6674 residential 1801. 1637. 329.
## 7 6675 residential 1009. 723. 145.
## 8 7007 residential 8942. 7672. 1519.
## 9 7008 residential 6156. 4852. 956.
## 10 7010 residential 399. 342. 68.8
## # … with 29,142 more rows, and 8 more variables: emission.exhaust <dbl>,
## # emission.overall <dbl>, emission.ref <dbl>, emission.rej <dbl>,
## # emission.surf <dbl>, energy.elec <dbl>, energy.gas <dbl>,
## # energy.overall <dbl>
## # A tibble: 10,091 × 6
## id.grid.finer commercial industrial institutional residential
## <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 6671 1 0 0 0
## 2 7007 0 0 0 1
## 3 7008 0 0 0 1
## 4 7347 0 0 0 1
## 5 7350 0.502 0 0.0209 0.477
## 6 7689 0.220 0 0 0.780
## 7 8027 0.0750 0 0 0.925
## 8 8028 0.184 0.114 0 0.702
## 9 8735 0.292 0 0.0404 0.668
## 10 9074 0 0 0.0659 0.934
## # … with 10,081 more rows, and 1 more variable: emission.overall <dbl>
##
## Call:
## lm(formula = emission.overall ~ industrial + commercial + residential,
## data = to.reg)
##
## Coefficients:
## (Intercept) industrial commercial residential
## 50314 34560 34489 -26606
Prototype building annual heat emission
Prototype building annual heat emission to energy consumption ratio